Triple

T2681446
Position Surface form Disambiguated ID Type / Status
Subject Rose Wilder Lane E56581 entity
Predicate associatedWith P37 FINISHED
Object Ayn Rand
Ayn Rand was a Russian-American novelist and philosopher best known for developing the philosophy of Objectivism and writing the influential novels "The Fountainhead" and "Atlas Shrugged."
E288817 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Ayn Rand | Statement: [Rose Wilder Lane, associatedWith, Ayn Rand]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ayn Rand
Context triple: [Rose Wilder Lane, associatedWith, Ayn Rand]
  • A. Ann Rand
    Ann Rand was the wife of influential American graphic designer Paul Rand.
  • B. Robert Nozick
    Robert Nozick was an influential American political philosopher best known for his libertarian theory of the minimal state, especially articulated in his book "Anarchy, State, and Utopia."
  • C. Murray Rothbard
    Murray Rothbard was an American economist, political theorist, and historian known as a leading figure of anarcho-capitalism and the modern libertarian movement.
  • D. Hans-Hermann Hoppe
    Hans-Hermann Hoppe is a German-American economist and political philosopher known for his work in Austrian economics, libertarianism, and anarcho-capitalist theory.
  • E. Peter Frankfurt
    Peter Frankfurt is a film producer best known for his work on genre films such as the comic book–inspired action-horror sequel "Blade II."
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Ayn Rand
Triple: [Rose Wilder Lane, associatedWith, Ayn Rand]
Generated description
Ayn Rand was a Russian-American novelist and philosopher best known for developing the philosophy of Objectivism and writing the influential novels "The Fountainhead" and "Atlas Shrugged."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ayn Rand
Target entity description: Ayn Rand was a Russian-American novelist and philosopher best known for developing the philosophy of Objectivism and writing the influential novels "The Fountainhead" and "Atlas Shrugged."
  • A. Ann Rand
    Ann Rand was the wife of influential American graphic designer Paul Rand.
  • B. Robert Nozick
    Robert Nozick was an influential American political philosopher best known for his libertarian theory of the minimal state, especially articulated in his book "Anarchy, State, and Utopia."
  • C. Murray Rothbard
    Murray Rothbard was an American economist, political theorist, and historian known as a leading figure of anarcho-capitalism and the modern libertarian movement.
  • D. Hans-Hermann Hoppe
    Hans-Hermann Hoppe is a German-American economist and political philosopher known for his work in Austrian economics, libertarianism, and anarcho-capitalist theory.
  • E. Peter Frankfurt
    Peter Frankfurt is a film producer best known for his work on genre films such as the comic book–inspired action-horror sequel "Blade II."
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69ab4a4b13fc81909dfdb3f23da46832 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd9d4e70c819092f9575feb3955f3 completed March 7, 2026, 7:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69afa06a3eb48190891326891222766d completed March 10, 2026, 4:39 a.m.
NEDg Description generation batch_69afa166de908190bdd920ec1b166b3a completed March 10, 2026, 4:43 a.m.
NED2 Entity disambiguation (via description) batch_69afa1ffbc4881909bb326a8a2f2a05e completed March 10, 2026, 4:45 a.m.
Created at: March 6, 2026, 9:54 p.m.